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enhancementNew feature or requestNew feature or requestobservabilityMetrics, tracing, and monitoringMetrics, tracing, and monitoring
Description
Problem
The toolkit ships with no native OpenTelemetry traces, Prometheus metrics, or pre-built dashboards. Security and ops teams need to see policy violations, trust scores, and termination events in their existing observability stack.
Proposed Solution
- Export OTEL spans for every policy decision
- Prometheus metrics endpoint (violation rates, trust score distributions, termination events)
- Pre-built Grafana/Azure Monitor dashboard templates
- Match Microsoft Agent Framework OTEL observability baseline
Related
Microsoft Agent Framework already ships with OpenTelemetry support. The Governance Toolkit should match that baseline.
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enhancementNew feature or requestNew feature or requestobservabilityMetrics, tracing, and monitoringMetrics, tracing, and monitoring